[7]:
import pandas as pd
# Load CSV
data = pd.read_csv(r"C:\Users\dines\Downloads\archive\mini python project\netflix_titles.csv")
# Check first 5 rows
data.head()
[7]:
| show_id | type | title | director | cast | country | date_added | release_year | rating | duration | listed_in | description | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | s1 | Movie | Dick Johnson Is Dead | Kirsten Johnson | NaN | United States | September 25, 2021 | 2020 | PG-13 | 90 min | Documentaries | As her father nears the end of his life, filmm... |
| 1 | s2 | TV Show | Blood & Water | NaN | Ama Qamata, Khosi Ngema, Gail Mabalane, Thaban... | South Africa | September 24, 2021 | 2021 | TV-MA | 2 Seasons | International TV Shows, TV Dramas, TV Mysteries | After crossing paths at a party, a Cape Town t... |
| 2 | s3 | TV Show | Ganglands | Julien Leclercq | Sami Bouajila, Tracy Gotoas, Samuel Jouy, Nabi... | NaN | September 24, 2021 | 2021 | TV-MA | 1 Season | Crime TV Shows, International TV Shows, TV Act... | To protect his family from a powerful drug lor... |
| 3 | s4 | TV Show | Jailbirds New Orleans | NaN | NaN | NaN | September 24, 2021 | 2021 | TV-MA | 1 Season | Docuseries, Reality TV | Feuds, flirtations and toilet talk go down amo... |
| 4 | s5 | TV Show | Kota Factory | NaN | Mayur More, Jitendra Kumar, Ranjan Raj, Alam K... | India | September 24, 2021 | 2021 | TV-MA | 2 Seasons | International TV Shows, Romantic TV Shows, TV ... | In a city of coaching centers known to train I... |
[21]:
plt.figure(figsize=(12,5)) # Set chart size
sns.countplot(x='release_year', data=data)
plt.xticks(rotation=90) # Rotate year labels for readability
plt.title('Movies/TV Shows Released Each Year')
plt.show()
[23]:
# Split 'listed_in' column by comma and create separate rows
all_genres = data['listed_in'].str.split(',').explode()
# Plot horizontal bar chart
plt.figure(figsize=(10,8))
sns.countplot(y=all_genres, order=all_genres.value_counts().index)
plt.title('Most Popular Genres on Netflix')
plt.show()
[ ]: